glam/data/person/ID_XX-XX-XXX_198X_XX-XX-XXX_XXXX_ARIE-WALLERT.json
kempersc 3eb097d92e data(person): enrich 64 person profiles with comprehensive metadata
- Add inferred birth dates using EDTF notation
- Add inferred birth/current settlements
- Enrich employment history with temporal data
- Add heritage sector relevance scores
- Improve PPID component tracking
- Update .gitignore with large file patterns (warc, nt, trix, geonames.db)
2026-01-11 00:38:09 +01:00

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{
"ppid": "ID_XX-XX-XXX_198X_XX-XX-XXX_XXXX_ARIE-WALLERT",
"ppid_type": "ID",
"ppid_components": {
"type": "ID",
"first_location": "XX-XX-XXX",
"first_date": "198X",
"last_location": "XX-XX-XXX",
"last_date": "XXXX",
"name_tokens": [
"ARIE",
"WALLERT"
],
"first_date_source": "inferred_birth_decade.primary_value",
"first_date_alternatives": [
"199X"
]
},
"name": {
"full_name": "Arie Wallert",
"display_name": "Arie Wallert",
"name_romanized": null,
"name_tokens": [
"ARIE",
"WALLERT"
],
"source": "linkedin_profile"
},
"birth_date": {
"edtf": "1950",
"precision": "year",
"provenance": {
"statement_created_at": "2026-01-10T23:01:06.616812+00:00",
"source_archived_at": "2026-01-10T23:01:01.841404+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
"retrieval_method": "linkup_web_search",
"source_url": "https://independent.academia.edu/WallertArie",
"source_title": "Arie Wallert - Academia.edu",
"source_snippet": "Arie Wallert was born in 1950. He is known for his work in the study",
"search_query": "\"Arie Wallert\" born biography",
"extraction_method": "regex_pattern_matching",
"verified": false,
"verification_status": "machine_extracted"
}
},
"is_living": true,
"heritage_relevance": {
"is_heritage_relevant": true,
"heritage_types": [
"E"
],
"rationale": "Identified as heritage staff at Rijksmuseum"
},
"affiliations": [],
"profile_data": {
"name": "Arie Wallert",
"linkedin_url": "https://www.linkedin.com/in/arie-wallert-a533b516",
"headline": "professor Technical Art History at University of Amsterdam",
"location": "The Randstad, Netherlands (NL)",
"connections": "180 connections • 188 followers",
"about": "Total Experience: 18 years and 9 months",
"experience": [
{
"title": "Curator Senior Scientist",
"company": "Rijksmuseum Amsterdam"
},
{
"title": "Professor Technical Art History",
"company": "University of Amsterdam (Current)",
"date_range": "Feb 2012 - Present • 13 years and 8 months",
"description": "dept. of Art History"
}
],
"education": [],
"skills": [
"art history"
],
"languages": [],
"profile_image_url": "https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"
},
"web_claims": [
{
"claim_type": "birth_year",
"claim_value": 1950,
"provenance": {
"statement_created_at": "2026-01-10T23:01:06.616812+00:00",
"source_archived_at": "2026-01-10T23:01:01.841404+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
"retrieval_method": "linkup_web_search",
"api_endpoint": "https://api.linkup.so/v1/search",
"search_query": "\"Arie Wallert\" born biography",
"search_depth": "standard",
"source_url": "https://independent.academia.edu/WallertArie",
"source_title": "Arie Wallert - Academia.edu",
"source_snippet": "Arie Wallert was born in 1950. He is known for his work in the study",
"extraction_method": "regex_pattern_matching",
"pattern_type": "born_in",
"verified": false,
"verification_status": "machine_extracted",
"requires_human_review": true,
"http_status": 200,
"answer_position": "answer[0:68]",
"all_sources": [
{
"url": "https://independent.academia.edu/WallertArie",
"name": "Arie Wallert - Academia.edu"
},
{
"url": "https://independent.academia.edu/ArieWallert",
"name": "Arie Wallert - Profile on Academia.edu"
},
{
"url": "https://www.researchgate.net/scientific-contributions/Arie-Wallert-33475266",
"name": "Arie Wallert's research works | Rijksmuseum Amsterdam, Amsterdam and other places"
},
{
"url": "https://onlinebooks.library.upenn.edu/webbin/book/lookupname?key=Wallert,+Arie,+1950-",
"name": "Arie Wallert (Wallert, Arie, 1950-) | The Online Books Page"
},
{
"url": "http://worldcat.org/identities/lccn-n95016062",
"name": "Arie Wallert"
}
],
"source_count": 20,
"answer_content_hash": "9fabb632fdcfe9b3"
}
},
{
"claim_type": "position",
"claim_value": {
"title": "professor",
"organization": "Technical Art History at the University of Amsterda",
"year": null
},
"provenance": {
"statement_created_at": "2026-01-10T23:01:13.447256+00:00",
"source_archived_at": "2026-01-10T23:01:07.622608+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
"retrieval_method": "linkup_web_search",
"api_endpoint": "https://api.linkup.so/v1/search",
"search_query": "\"Arie Wallert\" professor Technical Art History at University of Amsterdam education career university",
"search_depth": "standard",
"source_url": "https://www.uva.nl/en/discipline/art-history/staff/staff.html",
"source_title": "Staff members Art history - University of Amsterdam",
"source_snippet": "Arie Wallert is a professor of Technical Art History at the University of Amsterdam. His education and",
"extraction_method": "regex_pattern_matching",
"pattern_type": "position",
"verified": false,
"verification_status": "machine_extracted",
"requires_human_review": true,
"http_status": 200,
"answer_position": "answer[0:102]",
"all_sources": [
{
"url": "https://www.uva.nl/en/discipline/art-history/staff/staff.html",
"name": "Staff members Art history - University of Amsterdam"
},
{
"url": "https://nl.linkedin.com/in/arie-wallert-7a7a0442",
"name": "Arie Wallert - professor Technical Art History - University of ..."
},
{
"url": "https://www.researchgate.net/scientific-contributions/Arie-Wallert-33475266",
"name": "Arie Wallert's research works | Rijksmuseum Amsterdam, Amsterdam and other places"
},
{
"url": "https://www.uva.nl/en/discipline/art-history/art-history.html",
"name": "Art History - University of Amsterdam"
},
{
"url": "https://www.getty.edu/publications/virtuallibrary/0892363223.html",
"name": "Historical Painting Techniques, Materials, and Studio Practice"
}
],
"source_count": 20,
"answer_content_hash": "9171b636ee3238a2"
}
},
{
"claim_type": "award",
"claim_value": {
"type": "award",
"name": "by Arie Wallert in the provided data"
},
"provenance": {
"statement_created_at": "2026-01-10T23:01:19.641711+00:00",
"source_archived_at": "2026-01-10T23:01:14.452512+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
"retrieval_method": "linkup_web_search",
"api_endpoint": "https://api.linkup.so/v1/search",
"search_query": "\"Arie Wallert\" publications awards honors books",
"search_depth": "standard",
"source_url": "https://independent.academia.edu/WallertArie",
"source_title": "Arie Wallert - Academia.edu",
"source_snippet": "ut awards or honors received by Arie Wallert in the provided data.",
"extraction_method": "regex_pattern_matching",
"pattern_type": "award",
"verified": false,
"verification_status": "machine_extracted",
"requires_human_review": true,
"http_status": 200,
"answer_position": "answer[756:822]",
"all_sources": [
{
"url": "https://independent.academia.edu/WallertArie",
"name": "Arie Wallert - Academia.edu"
},
{
"url": "https://www.researchgate.net/scientific-contributions/Arie-Wallert-33475266",
"name": "Arie Wallert's research works | Rijksmuseum Amsterdam, Amsterdam and other places"
},
{
"url": "https://www.amazon.com/Books-Arie-Wallert/s?rh=n:283155,p_27:Arie%2BWallert",
"name": "Amazon.com: Arie Wallert: Books"
},
{
"url": "https://independent.academia.edu/ArieWallert",
"name": "Arie Wallert - Profile on Academia.edu"
},
{
"url": "https://archetype.co.uk/our-titles/books-by-arie-wallert/?aid=458",
"name": "Our Titles > Books By Arie Wallert"
}
],
"source_count": 20,
"answer_content_hash": "d7b0f04b4ce651f7"
}
}
],
"source_observations": [
{
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/arie-wallert-a533b516_20251214T111800Z.json",
"observed_on": "2025-12-14T11:18:00.073724+00:00",
"extraction_agent": "claude-sonnet-4-20250514"
}
],
"enrichment_metadata": {
"birth_date_search": {
"attempted": false,
"notes": "Not yet searched - requires manual enrichment"
}
},
"provenance": {
"created_at": "2026-01-09T17:29:48.541173+00:00",
"created_by": "generate_ppids.py",
"source_files": [
"/Users/kempersc/apps/glam/data/custodian/person/entity/arie-wallert-a533b516_20251214T111800Z.json"
],
"modified_at": "2026-01-09T19:51:03.209553+00:00",
"modified_by": "enrich_ppids.py"
},
"linkedin_slug": "arie-wallert-a533b516",
"ppid_collision_suffix": "arie_wallert_a533b516",
"ppid_history": [
{
"previous_ppid": "ID_XX-XX-XXX_XXXX_XX-XX-XXX_XXXX_ARIE-WALLERT-arie_wallert_a533b516",
"new_ppid": "ID_XX-XX-XXX_198X_XX-XX-XXX_XXXX_ARIE-WALLERT",
"changed_at": "2026-01-09T17:43:06.747609+00:00",
"reason": "observation_based_inference",
"inferred_fields": [
"inferred_birth_decade"
]
}
],
"inferred_birth_decade": {
"values": [
"198X",
"199X"
],
"edtf": "[198X,199X]",
"edtf_meaning": "one of: 1980s or 1990s",
"precision": "decade_set",
"primary_value": "198X",
"primary_rationale": "1989 is in 198X, but range extends into 199X",
"confidence": "very_low",
"inference_provenance": {
"method": "earliest_experience_heuristic",
"inference_chain": [
{
"step": 1,
"observation": "First job record found (no education data)",
"source_field": "profile_data.experience",
"source_value": {
"company": "University of Amsterdam (Current)",
"title": "Professor Technical Art History",
"date_range": "Feb 2012 - Present • 13 years and 8 months"
}
},
{
"step": 2,
"extraction": "Start year extracted from date_range",
"extracted_value": 2012
},
{
"step": 3,
"assumption": "First job age is approximately 23 (±5 years)",
"rationale": "Assumes first job after typical university completion",
"confidence_impact": "Higher uncertainty; first job age varies ±5 years"
},
{
"step": 4,
"calculation": "2012 - 23 = 1989",
"result": "Estimated birth year: 1989",
"range": "1984-1994 (accounting for ±5 year variance)"
},
{
"step": 5,
"generalization": "Birth year range spans decade boundary",
"input_range": [
1984,
1994
],
"output": [
"198X",
"199X"
],
"edtf": "[198X,199X]",
"rationale": "Cannot determine which decade with certainty; using EDTF 'one of' set notation"
}
],
"assumptions": [
"Entry age for education/first job: 23 years (±5)",
"Career records are complete in LinkedIn profile"
],
"boundary_note": "Birth year estimate 1989 spans decades 198X/199X",
"inferred_at": "2026-01-09T19:51:03.207517+00:00",
"inferred_by": "enrich_ppids.py"
}
},
"enrichment_history": [
{
"enrichment_timestamp": "2026-01-10T23:01:01.841233+00:00",
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
"person_name": "Arie Wallert",
"context_used": "professor Technical Art History at University of Amsterdam",
"searches_performed": [
"\"Arie Wallert\" born biography",
"\"Arie Wallert\" professor Technical Art History at University of Amsterdam education career university",
"\"Arie Wallert\" publications awards honors books",
"\"Arie Wallert\" contact email twitter linkedin orcid profile photo"
],
"data_fabrication_check": "PASSED"
}
]
}